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Research

My research focuses on the applications of entropic optimal transport to statistics. I studied topics such as the estimation of an optimal transport cost with entropic optimal transport, and fitting a statistical model with entropic optimal transport costs.

PhD Thesis

• Manuscript
• Slides of the defense (in french)

Publications and preprints

• On the potential benefits of entropic regularization for smoothing Wasserstein estimators. ArXiv version.
  J.Bigot, P.Freulon, B.Hejblum, and A.Leclaire. Submitted (2022).  


• CytOpT : Optimal Transport with Domain Adaptation for Interpreting Flow Cytometry data. ArXiv version.
  P.Freulon, J.Bigot, and B.Hejblum. The Annals of Applied Statistics (2023)  

Other

• A research statement I wrote at the end of my PhD when searching for a postdoc.